AI Assistants

Dataiku provides multiple AI Assistants that help users with various tasks across the Dataiku platform.

AI Assistants are not available in the Free Edition.

AI-Server-based assistants

These cloud-based services enable advanced capabilities and are governed by the Dataiku AI Services Terms of Use.

To leverage your locally-running AI Server with your own LLM connections, create a new web app from the plugin "AI services on the LLM mesh" within a Dataiku project and reference it below. No metadata, code or data will be sent to Dataiku. They may be sent to third-party services depending on the LLM you select in the webapp config
Webapp identifier (PROJECTKEY.webappid) for the local AI server

Customer-managed assistants

Code Assistant provides Python code generation and explanations in Jupyter Notebooks and in Visual Studio Code (through Code Studios).
No data or code is sent to Dataiku.

Dataiku also provides integration with coding agents such as Open Code and OpenAI Codex, integrated in Code Studios.
These assistants are configured in Code Studio templates

Dataiku provides multiple AI Assistants to help users with various tasks across the Dataiku platform.

Some are entirely under customer control. They leverage LLM connections that you configure and control through LLM Mesh. Your code and metadata are not sent to Dataiku, but may be sent to third-party services according to the LLM you select.

Others require an AI Server: either Dataiku's cloud-based AI Services (automatically available), or your own AI Server hosted in DSS using your LLM connections through LLM Mesh.

Assistants using an AI Server

  • Flow Assistant allows users to use natural language to build data pipelines in the Flow.
  • SQL Assistant is a versatile SQL companion that allows you to generate, refine, and troubleshoot your SQL queries in SQL notebooks.
  • AI Search allows you to find and discover relevant data in the Data Catalog.
  • Generate Metadata automatically generates descriptions for your datasets and their columns. Since these descriptions are primarily based on sample values, we recommend enabling sample values to improve the accuracy and usefulness of the feature.
  • Stories AI allows you to generate presentations, slides, charts, and images inside Dataiku Stories.
  • Chart AI allows you to easily create charts.
  • AI Explain provides explanations for what your Flow or code does, allowing you to better understand and document your data pipelines and codebases.
  • Generate Steps allows users to use natural language to build steps in a Prepare recipe.

Assistants always under customer control

  • Code Assistant provides Python code generation and explanations in Jupyter Notebooks and in Visual Studio Code (through Code Studios).
  • Open Code is a full-featured open-source coding agent, integrated in Code Studios.
  • OpenAI Codex is a high-end open-source coding agent, integrated in Code Studios.